Source: https://www.talentpilot.com/talentpilot-vs-maki Comparison # Talentpilot vs Maki Maki combines recruiting automation, voice screening and structured assessments. Talentpilot connects job architecture and capability mapping with recruiting through Alex, development with Niko and internal mobility. Consider Talentpilot when you want one platform to define what roles require, evaluate candidates and employees, and turn capability gaps into ongoing development. [Request a Talentpilot demo](https://www.talentpilot.com/request-demo) Where Talentpilot fits ## Build the hiring workflow. Continue development after the hire. Alex is an enterprise-ready AI recruiter with configurable hiring process workflows and audit logs. Niko builds on relevant hiring context to support onboarding and repeated practice against the role’s requirements. ### A visual workflow with criteria for each stage Build resume screening, phone or online interviews, communications and human review into one sequence. Give each interview stage its own criteria, branch on results and configure retries. Maki also orchestrates hiring; Talentpilot makes the visual workflow and stage-specific configuration central to Alex. ### Evidence you can trace to the interview Alex’s criterion-level evaluations link to transcript timestamps, with playback where recordings are retained. Her evaluations use your reusable company criteria and sit within the configured hiring workflow. Maki’s Mochi and Ken also provide evidence behind their assessments. ### Development that continues beyond a scorecard Maki documents optional development scorecards with feedback and suggestions. Niko runs recurring role-play, feedback and follow-up. With a connected calendar, he can proactively offer preparation before a meeting, while work-development evidence informs the person’s capability profile. ### Consolidate tools around one job architecture Define roles and levels in Talentpilot, map people’s capabilities against them, and use that evidence in recruiting, development and internal mobility. Job architecture, skills mapping, Alex’s recruiting workflows and Niko’s coaching work together, reducing the need to maintain separate tools and manually transfer role requirements and development priorities. The workflow in practice ## Turn hiring evidence into the first development priority ### Example product workflow Example workflow: Alex evaluates a customer-facing candidate against your stage-specific criteria. After the hiring team decides, relevant evidence can identify an onboarding priority for Niko, such as handling objections through repeated role-play and feedback. ### Customer evidence Talentpilot’s Rohlik case study reports 3× recruiter capacity. Alex works within Rohlik’s Ashby-connected process, conducts role-specific interviews and supplies structured evaluation evidence; the hiring team retains the decisions. Rohlik demonstrates Alex in a real hiring process. Talentpilot’s wider platform lets teams build on relevant hiring context with capability mapping and development through Niko. [Read the Rohlik case study](https://www.talentpilot.com/rohlik-case-study) Comparison ## When to use each tool Talentpilot ### Use Talentpilot when you need - A visual hiring workflow with screening, interviews, communications and review steps - Reusable company criteria and different evaluation criteria for each interview stage - Transcript-linked evaluations and recorded overrides of automated conditions - Relevant hiring context carried from Alex into onboarding with Niko - One platform for job architecture, capability mapping, recruiting, development and internal mobility Maki ### Use Maki when you need - Orchestrated hiring with intake, screening, assessments and recommendations - Adaptive phone or web voice screening through Mochi - Coding, cognitive and business-simulation assessments through Ken - Assessment scores linked to observable evidence and role-calibrated rubrics - Optional development scorecards with feedback and improvement suggestions Feature comparison ## Feature comparison Published by Talentpilot. Product documentation reviewed September 27, 2026. This is Talentpilot's assessment of documented capabilities, not an independent ranking. | Feature | Talentpilot | Maki | | --- | --- | --- | | Tool consolidation across the talent lifecycle | Job architecture, capability mapping, recruiting with Alex, development with Niko and internal mobility in one platform, using the same approved role standards. | Combines recruiting agents, voice screening and assessments. A built-in job architecture tool, ongoing employee coaching and internal redeployment workflow are not documented in the reviewed product materials. | | Hiring-to-development handoff | Relevant Alex hiring context can inform onboarding and recurring coaching with Niko, including practice and proactive meeting preparation. | Offers optional development scorecards with feedback and suggestions. A handoff from hiring evidence to an ongoing AI coach is not documented in the reviewed materials. | | Employee capability mapping and role readiness | Maps employee evidence against approved role criteria, identifies strengths and gaps, and links target-role readiness to development. | Evaluates candidate skills against role-calibrated criteria. An ongoing employee capability map linked to internal-role readiness is not documented in the reviewed materials. | | Hiring orchestration | Visual workflows combine screening, interviews, conditions, communications and human review. | Orchestrates intake, screening, assessment, interviews and hiring recommendations alongside an ATS. | | Job architecture and AI readiness | Turns existing roles into standards for work with AI: tasks, responsibilities, capabilities and level-specific expectations, including AI judgment and workflow design. HR and business owners approve these standards for capability mapping, development, redeployment and hiring. | Intake defines hiring competencies; Mochi and Ken assess against role-specific criteria. Creating and governing organization-wide role families and levels is not documented in the reviewed product materials. | | Conversational interviews | Alex asks adaptive follow-ups against the role's requirements. | Mochi conducts adaptive phone or web voice screening and probes vague answers. | | Assessment formats | Structured interviews and personality/work-culture assessments complement resume information. | Ken includes cognitive tests, coding challenges, business simulations, leadership exercises and personality modules. | | Evidence behind scores | Evaluation criteria link to transcript timestamps, with playback where recordings are retained. | Mochi extracts conversational evidence; Ken links assessment scores to observable evidence. | | Integrity and human judgment | Integrity flags are advisory; they do not alter evaluation or ranking. Recruiters retain hiring decisions. | Assessment proctoring indicators support human review and do not automatically disqualify candidates. | “Not documented” means the specific workflow was not verified in the reviewed product materials; it does not establish that it is unavailable. Consolidation depends on deployment scope. Additional sources: [Role architecture](https://www.talentpilot.com/job-architecture) · [Capability mapping](https://www.talentpilot.com/skills-capability-mapping) · [Development](https://www.talentpilot.com/development). Sources: [Alex](https://www.talentpilot.com/alex), [Niko](https://www.talentpilot.com/niko), [Maki platform](https://www.makipeople.com/product-overview), [Mochi](https://www.makipeople.com/agents/mochi), [Ken](https://www.makipeople.com/agents/ken), [Maki's explanation of AI assessment](https://help.makipeople.com/en/articles/659390-how-is-ai-used-in-my-maki-assessment). Common questions ## Common questions ### Can we start with one part of Talentpilot? Yes. You can start with recruiting through Alex or development with Niko. Job architecture, capability mapping and internal mobility can connect those workflows as your deployment expands. ### Which tools could we consolidate—and what stays? Talentpilot brings job architecture, capability mapping, recruiting with Alex, development with Niko and internal mobility into one platform. If you use separate tools for these activities, the modules you adopt can replace overlapping functions and reduce manual handoffs. Your ATS or HCM can remain connected; the replacement scope depends on your requirements and integrations. ### How are interview integrity signals used? Alex flags events such as leaving the interview tab for recruiter review. These signals do not change a candidate’s scores or ranking. Maki also uses assessment-proctoring indicators to support human review. ### Can candidates decline audio and video retention? Yes, for online interviews with the consent setting enabled. Candidates can decline audio and video retention and continue in audio-only mode. The transcript remains available for evaluation. The connected workforce ## Standards, evidence and action One Governed job architecture Two Agents: Alex and Niko Human Control of talent decisions ## Connect hiring evidence with the first weeks of work Bring one role and your existing hiring stages. See how Alex's criteria and evidence connect with a development path supported by Niko. [Request Demo](https://www.talentpilot.com/request-demo)